{"id":"W3215940921","doi":"10.1182/blood-2021-145690","title":"Protein Profiling Identify Distinct Tumor-Tissue Protein Expression Pattern Specific for Relapsing Diffuse Large B-Cell Lymphoma","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Diffuse large B-cell lymphoma; CHOP; Lymphoma; Rituximab; Medicine; Oncology; Gene expression profiling; Internal medicine; Etoposide; Clinical trial; Cancer research; Biology; Gene expression; Gene; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001810467,0.0001764249,0.0002299178,0.0007543601,0.0001466483,0.0003910148,0.0001018843,0.0002699413,0.000969207],"category_scores_gemma":[0.0001947418,0.00008387821,0.0001620963,0.0004971495,0.0001610249,0.0001657785,0.0001595992,0.0002142458,0.0003561482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442137,"about_ca_system_score_gemma":0.00009340441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268161,"about_ca_topic_score_gemma":0.0003719509,"domain_scores_codex":[0.9998693,0.00001950912,0.00001171226,0.00004427509,0.0000239126,0.00003123611],"domain_scores_gemma":[0.9999061,0.00001672681,0.00003558792,0.000005506488,0.00001707563,0.00001901429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001073164,0.0001128263,0.1203491,0.000154,0.00006910522,0.0006005177,0.0000948606,0.0001388458,0.8662623,0.00008755953,0.000269115,0.01078862],"study_design_scores_gemma":[0.00003973045,0.0008876237,0.861066,0.00002316802,0.0001378617,0.005280242,0.0003741661,0.002309665,0.12643,0.0002336108,0.003202824,0.00001497047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963385,0.001638084,0.0009962381,0.00004137621,0.00001070031,0.00001782347,0.0004033089,0.00002421,0.0005298335],"genre_scores_gemma":[0.9971413,0.000451466,0.001240973,0.00007028072,0.00001108866,0.00001928987,0.0005541527,0.000005758186,0.0005056642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000969207,"threshold_uncertainty_score":0.003242314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677689605969993,"score_gpt":0.2659499522467508,"score_spread":0.2491730561870509,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}